Machine learning in modelling land-use and land cover-change (LULCC): Current status, challenges and prospects
Land-use and land-cover change (LULCC) are of importance in natural resource
management, environmental modelling and assessment, and agricultural production …
management, environmental modelling and assessment, and agricultural production …
A review of the application of optical and radar remote sensing data fusion to land use map** and monitoring
The wealth of complementary data available from remote sensing missions can hugely aid
efforts towards accurately determining land use and quantifying subtle changes in land use …
efforts towards accurately determining land use and quantifying subtle changes in land use …
Comparison of random forest and support vector machine classifiers for regional land cover map** using coarse resolution FY-3C images
T Adugna, W Xu, J Fan - Remote Sensing, 2022 - mdpi.com
The type of algorithm employed to classify remote sensing imageries plays a great role in
affecting the accuracy. In recent decades, machine learning (ML) has received great …
affecting the accuracy. In recent decades, machine learning (ML) has received great …
[HTML][HTML] Land cover classification in an era of big and open data: Optimizing localized implementation and training data selection to improve map** outcomes
Deriving land cover from remotely sensed data is fundamental to many operational map**
and reporting programs as well as providing core information to support science activities …
and reporting programs as well as providing core information to support science activities …
Assessing changes in the value of ecosystem services in response to land-use/land-cover dynamics in Nigeria
Increasing human activities worldwide have significantly altered the natural ecosystems and
consequently, the services they provide. This is no exception in Nigeria, where land …
consequently, the services they provide. This is no exception in Nigeria, where land …
Land use/land cover (LULC) using landsat data series (MSS, TM, ETM+ and OLI) in Azrou Forest, in the Central Middle Atlas of Morocco
The study of land use/land cover (LULC) has become an increasingly important stage in the
development of forest ecosystems strategies. Hence, the main goal of this study was to …
development of forest ecosystems strategies. Hence, the main goal of this study was to …
[HTML][HTML] Accelerating land cover change in West Africa over four decades as population pressure increased
Rapid population growth in West Africa has exerted increasing pressures on land resources,
leading to observable changes in the land cover and land use. However, spatially explicit …
leading to observable changes in the land cover and land use. However, spatially explicit …
A review of regional and Global scale Land Use/Land Cover (LULC) map** products generated from satellite remote sensing
Y Wang, Y Sun, X Cao, Y Wang, W Zhang… - ISPRS Journal of …, 2023 - Elsevier
Abstract Land Use and Land Cover (LULC) map** products are essential for various
environmental studies, including ecological environmental assessments, resource …
environmental studies, including ecological environmental assessments, resource …
Long-term agricultural land-cover change and potential for cropland expansion in the former Virgin Lands area of Kazakhstan
Abstract During the Soviet Virgin Lands Campaign, approximately 23 million hectares (Mha)
of Eurasian steppe grassland were converted into cropland in Northern Kazakhstan from …
of Eurasian steppe grassland were converted into cropland in Northern Kazakhstan from …